{"id":"https://openalex.org/W4297032591","doi":"https://doi.org/10.1109/tsp.2022.3209010","title":"Byzantine-Resilient Resource Allocation Over Decentralized Networks","display_name":"Byzantine-Resilient Resource Allocation Over Decentralized Networks","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4297032591","doi":"https://doi.org/10.1109/tsp.2022.3209010"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2022.3209010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2022.3209010","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073949283","display_name":"Runhua Wang","orcid":"https://orcid.org/0000-0002-6345-518X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Runhua Wang","raw_affiliation_strings":["School of Computer Science and Engineering and Guangdong Provincial Key Laboratory of Computational Science, Sun Yat-Sen University, Guangdong, China","Pazhou Lab, Guangzhou, Guangdong, China","School of Computer Science and Engineering and Guangdong Provincial Key Laboratory of Computational Science, Sun Yat-Sen University, Guangzhou, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and Guangdong Provincial Key Laboratory of Computational Science, Sun Yat-Sen University, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Pazhou Lab, Guangzhou, Guangdong, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering and Guangdong Provincial Key Laboratory of Computational Science, Sun Yat-Sen University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100674174","display_name":"Yaohua Liu","orcid":"https://orcid.org/0000-0003-2016-1605"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaohua Liu","raw_affiliation_strings":["School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029820392","display_name":"Qing Ling","orcid":"https://orcid.org/0000-0003-4222-5964"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Ling","raw_affiliation_strings":["School of Computer Science and Engineering and Guangdong Provincial Key Laboratory of Computational Science, Sun Yat-Sen University, Guangdong, China","Pazhou Lab, Guangzhou, Guangdong, China","School of Computer Science and Engineering and Guangdong Provincial Key Laboratory of Computational Science, Sun Yat-Sen University, Guangzhou, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and Guangdong Provincial Key Laboratory of Computational Science, Sun Yat-Sen University, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Pazhou Lab, Guangzhou, Guangdong, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering and Guangdong Provincial Key Laboratory of Computational Science, Sun Yat-Sen University, Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073949283"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":2.7111,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90459542,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"70","issue":null,"first_page":"4711","last_page":"4726"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7516472339630127},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7007738351821899},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5626991987228394},{"id":"https://openalex.org/keywords/byzantine-architecture","display_name":"Byzantine architecture","score":0.541122317314148},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5396087765693665},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.5247697234153748},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4821155071258545},{"id":"https://openalex.org/keywords/byzantine-fault-tolerance","display_name":"Byzantine fault tolerance","score":0.4306371808052063},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3203018307685852},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12258771061897278},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09432914853096008},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.08050930500030518}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7516472339630127},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7007738351821899},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5626991987228394},{"id":"https://openalex.org/C104562893","wikidata":"https://www.wikidata.org/wiki/Q47591","display_name":"Byzantine architecture","level":2,"score":0.541122317314148},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5396087765693665},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.5247697234153748},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4821155071258545},{"id":"https://openalex.org/C168021876","wikidata":"https://www.wikidata.org/wiki/Q1353446","display_name":"Byzantine fault tolerance","level":3,"score":0.4306371808052063},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3203018307685852},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12258771061897278},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09432914853096008},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.08050930500030518},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp.2022.3209010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2022.3209010","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G909555547","display_name":null,"funder_award_id":"2021B1515020094","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1571416372","https://openalex.org/W1643746074","https://openalex.org/W1979112316","https://openalex.org/W1989165177","https://openalex.org/W1994860969","https://openalex.org/W2022255443","https://openalex.org/W2029184861","https://openalex.org/W2100953052","https://openalex.org/W2110302464","https://openalex.org/W2114085163","https://openalex.org/W2167732364","https://openalex.org/W2400216583","https://openalex.org/W2403871130","https://openalex.org/W2531862309","https://openalex.org/W2587442988","https://openalex.org/W2591749126","https://openalex.org/W2752784462","https://openalex.org/W2763066689","https://openalex.org/W2763533254","https://openalex.org/W2797302609","https://openalex.org/W2810917741","https://openalex.org/W2922128661","https://openalex.org/W2951825612","https://openalex.org/W2962775700","https://openalex.org/W2963334472","https://openalex.org/W2963372719","https://openalex.org/W2964261056","https://openalex.org/W2969788501","https://openalex.org/W2995185517","https://openalex.org/W2996916346","https://openalex.org/W2997659998","https://openalex.org/W2998882145","https://openalex.org/W3011663138","https://openalex.org/W3022213304","https://openalex.org/W3041260350","https://openalex.org/W3046449784","https://openalex.org/W3047726236","https://openalex.org/W3080814650","https://openalex.org/W3089075644","https://openalex.org/W3099627032","https://openalex.org/W3100513551","https://openalex.org/W3101159567","https://openalex.org/W3101352448","https://openalex.org/W3110154020","https://openalex.org/W3126790783","https://openalex.org/W3135553056","https://openalex.org/W3137092842","https://openalex.org/W3172314493","https://openalex.org/W4225274808","https://openalex.org/W4229706427","https://openalex.org/W4252999360","https://openalex.org/W6720815106","https://openalex.org/W6754358263"],"related_works":["https://openalex.org/W635625959","https://openalex.org/W1548189724","https://openalex.org/W4242769984","https://openalex.org/W2034320198","https://openalex.org/W1985305288","https://openalex.org/W4252331942","https://openalex.org/W4386477301","https://openalex.org/W4220997590","https://openalex.org/W2117392534","https://openalex.org/W2158842975"],"abstract_inverted_index":{"This":[0],"paper":[1],"considers":[2],"the":[3,30,41,50,55,130],"resource":[4,71],"allocation":[5,72],"problem":[6],"over":[7],"a":[8,23,67,121],"decentralized":[9,24,70],"multi-agent":[10],"network":[11,31],"and":[12,45,65,99,105,111],"at":[13],"presence":[14],"of":[15,40,80,123,132],"Byzantine":[16,57,136],"agents.":[17],"Compared":[18],"with":[19,108],"its":[20,88,102],"centralized":[21],"counterpart,":[22],"algorithm":[25],"enjoys":[26],"better":[27],"scalability":[28],"when":[29,38],"is":[32,35],"large-scale,":[33],"but":[34],"more":[36],"vulnerable":[37],"some":[39],"agents":[42],"are":[43],"malicious":[44,63],"send":[46],"wrong":[47],"messages":[48,86],"during":[49],"optimization":[51],"process.":[52],"We":[53],"utilize":[54],"classical":[56],"attack":[58],"model":[59],"to":[60,95,120,134],"describe":[61],"these":[62,97],"actions,":[64],"propose":[66],"novel":[68],"Byzantine-resilient":[69],"algorithm,":[73],"abbreviated":[74],"as":[75],"BREDA.":[76],"At":[77],"each":[78,82],"iteration":[79],"BREDA,":[81],"honest":[83],"agent":[84],"receives":[85],"from":[87],"neighbors,":[89],"uses":[90],"coordinate-wise":[91],"trimmed":[92],"mean":[93],"(CTM)":[94],"aggregate":[96],"messages,":[98],"then":[100],"updates":[101],"local":[103],"primal":[104],"dual":[106],"variables":[107],"gradient":[109],"descent":[110],"ascent,":[112],"respectively.":[113],"Theoretical":[114],"analysis":[115],"indicates":[116],"that":[117],"BREDA":[118,133],"converges":[119],"neighborhood":[122],"an":[124],"optimal":[125],"solution.":[126],"Numerical":[127],"experiments":[128],"demonstrate":[129],"resilience":[131],"various":[135],"attacks.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
